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Found 2 papers, 1 papers with code
Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers
We introduce a novel self-attention mechanism, which we call CSA (Chromatic Self-Attention), which extends the notion of attention scores to attention _filters_, independently modulating the feature channels.
Ranked #1 on
Graph Regression
on ZINC-500k
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification
Fine-grained classification aims at distinguishing between items with similar global perception and patterns, but that differ by minute details.
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